Cell ReportsSystems BiologyPeer-reviewed journal article
An integrated landscape of mRNA and protein isoforms
Amir Kedan, Henrik ZauberiD, Mengran WangiD, Suyeon Kim, Qionghua ZhuiD, Liang FangiD, Kathryn Susan LilleyiD, Wei Chen, Matthias SelbachiD
Abstract
Alternative splicing and proteolytic processing expand the functional diversity of the human proteome by generating distinct protein isoforms from a single gene. However, the extent to which transcript isoforms give rise to distinct protein products remains unclear, in part due to technical limitations in proteomic workflows. Here, we combine full-length mRNA sequencing with SDS-PAGE-based protein fractionation and quantitative mass spectrometry to construct an integrated landscape of mRNA and protein isoforms in human RPE-1 cells. To overcome the inherent ambiguity of bottom-up proteomics in isoform detection, we developed IsoFrac, a computational pipeline that resolves protein isoforms based on their migration profiles across gel fractions. This approach enabled the identification of [~]45,000 full-length transcripts, [~]32,000 ORFs, and [~]16,000 distinct protein isoforms. Comparative analyses revealed widespread translation of alternative transcripts and uncovered proteolytic processing as a major, underappreciated source of proteome complexity. Our results establish a scalable framework for isoform-resolved proteogenomics and provide a reference resource for studying the molecular diversity encoded by the human genome.
- organism: human
- assay: bulk RNA-seq
- assay: proteomics
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 3
- FWCI
- 3.07
- Field percentile
- top 13%
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